Berry, Lucas

1. Normalizing Flow Ensembles for Rich Aleatoric and Epistemic Uncertainty Modeling
   2023/02/02 by Lucas Berry, Berry, Lucas, David Meger +1 · 2 citations
   Computer Science · Physics and Astronomy · #Machine Learning and Algorithms #Model Reduction and Neural Networks #Gaussian Processes and Bayesian Inference
2. Shedding Light on Large Generative Networks: Estimating Epistemic Uncertainty in Diffusion Models
   2024/06/05 by Berry, Lucas, Brando, Axel, Meger, David · 3 citations
   #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
3. Efficient Epistemic Uncertainty Estimation in Regression Ensemble Models Using Pairwise-Distance Estimators
   2023/08/25 by Lucas Berry, David Meger, Berry, Lucas +1 · 1 citation
   Computer Science · #Adversarial Robustness in Machine Learning #Gaussian Processes and Bayesian Inference #Anomaly Detection Techniques and Applications